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Updated: Aug 28, 2026

Generalized Psychophysiological Interaction (PPI) Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
Published on: November 14, 2017
Sex-Specific Structural Vulnerability in Alzheimer's Disease: Insights from APOE ε 4-Negative Patients
Wanessa Michelin1, Joana O Pinto1,2,3,4, Bruno Peixoto1,2,3
1Department of Social and Behavioral Sciences, University Institute of Health Sciences-CESPU, 4585-116 Gandra, Portugal.
Abstract:
Background: The interaction between sex, APOE ε4 status, and clinical progression in Alzheimer's Disease (AD) remains a subject of debate. While females are often considered at higher risk for AD, the underlying structural neuroanatomical trajectories and how they are modulated by genotype are not fully elucidated. This study aims to evaluate how sex and the APOE ε4 genotype interact to influence longitudinal brain atrophy across three clinical groups. Methods: We analyzed longitudinal data from 2400 participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI), stratified by clinical group (i.e., cognitively normal, mild cognitive impairment, and AD), sex, and APOE ε4 carrier status. Using Type III Sum of Squares ANCOVA, we modeled the longitudinal variation in brain volume, controlling for baseline brain volume, and baseline severity of neurocognitive impairment and age at entry. Results: While main effects of sex and APOE genotype were not significant, the triple interaction (APOE * Sex * Clinical Group) was marginally significant (p = 0.051). Post hoc analysis revealed a distinct pattern of structural dimorphism within the AD cohort among APOE ε4-negative individuals with females exhibiting significantly greater structural preservation compared to males (Mean difference = 11.32, p = 0.051). Among APOE ε4 carriers, atrophy trajectories for males and females were statistically indistinguishable (p = 0.922), potentially suggesting that the ε4 allele exerts a dominant neurodegenerative influence that overrides sex-specific physiological differences. Conclusions: These emerging findings highlight the importance of jointly considering biological sex and APOE ε4 status to improve the characterization of Alzheimer's disease heterogeneity and support precision medicine approaches.
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